Electric Vehicle Population Data Profiling Report

Dataset statistics

Number of variables	17
Number of observations	135038
Missing cells	613
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	96.8 MiB
Average record size in memory	751.8 B

Variable types

Text	6
Categorical	4
Numeric	7

Alerts

`2020 Census Tract` is highly overall correlated with `State`	High correlation
`Clean Alternative Fuel Vehicle (CAFV) Eligibility` is highly overall correlated with `Electric Range` and 3 other fields	High correlation
`Electric Range` is highly overall correlated with `Clean Alternative Fuel Vehicle (CAFV) Eligibility` and 2 other fields	High correlation
`Electric Vehicle Type` is highly overall correlated with `Clean Alternative Fuel Vehicle (CAFV) Eligibility` and 2 other fields	High correlation
`Legislative District` is highly overall correlated with `State`	High correlation
`Make` is highly overall correlated with `Clean Alternative Fuel Vehicle (CAFV) Eligibility` and 1 other fields	High correlation
`Model Year` is highly overall correlated with `Clean Alternative Fuel Vehicle (CAFV) Eligibility` and 1 other fields	High correlation
`Postal Code` is highly overall correlated with `State`	High correlation
`State` is highly overall correlated with `2020 Census Tract` and 2 other fields	High correlation
`State` is highly imbalanced (99.4%)	Imbalance
`Postal Code` is highly skewed (γ1 = -30.28086473)	Skewed
`2020 Census Tract` is highly skewed (γ1 = -26.10258255)	Skewed
`DOL Vehicle ID` has unique values	Unique
`Electric Range` has 56983 (42.2%) zeros	Zeros
`Base MSRP` has 131612 (97.5%) zeros	Zeros

Reproduction

Analysis started	2024-08-04 05:06:43.296755
Analysis finished	2024-08-04 05:07:06.016655
Duration	22.72 seconds
Software version	ydata-profiling vv4.9.0
Download configuration	config.json

VIN (1-10)
Text

Distinct	9059
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Memory size	7.6 MiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	1350380
Distinct characters	34
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1770 ?
Unique (%)	1.3%

Sample

1st row	5YJ3E1EA0K
2nd row	1N4BZ1DV4N
3rd row	5YJ3E1EA0L
4th row	5YJ3E1EBXL
5th row	5YJSA1CP0D

Value	Count	Frequency (%)
5yjygdee9m	473	0.4%
5yjygdee0m	470	0.3%
5yjygdee7m	459	0.3%
5yjygdee8m	457	0.3%
7saygdee6p	454	0.3%
7saygdee2p	448	0.3%
7saygdeexp	442	0.3%
5yjygdee2m	441	0.3%
5yjygdeexm	438	0.3%
7saygdee7p	438	0.3%
Other values (9049)	130518	96.7%

Most occurring characters

Value	Count	Frequency (%)
E	122239	9.1%
1	103650	7.7%
Y	79619	5.9%
A	78494	5.8%
J	76650	5.7%
5	71916	5.3%
3	57737	4.3%
N	51343	3.8%
G	50196	3.7%
P	50067	3.7%
Other values (24)	608469	45.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	916373	67.9%
Decimal Number	434007	32.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	122239	13.3%
Y	79619	8.7%
A	78494	8.6%
J	76650	8.4%
N	51343	5.6%
G	50196	5.5%
P	50067	5.5%
D	49237	5.4%
C	48788	5.3%
S	38744	4.2%
Other values (14)	270996	29.6%

Decimal Number

Value	Count	Frequency (%)
1	103650	23.9%
5	71916	16.6%
3	57737	13.3%
4	39313	9.1%
0	36537	8.4%
7	34877	8.0%
6	31609	7.3%
2	28649	6.6%
8	16368	3.8%
9	13351	3.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	916373	67.9%
Common	434007	32.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	122239	13.3%
Y	79619	8.7%
A	78494	8.6%
J	76650	8.4%
N	51343	5.6%
G	50196	5.5%
P	50067	5.5%
D	49237	5.4%
C	48788	5.3%
S	38744	4.2%
Other values (14)	270996	29.6%

Common

Value	Count	Frequency (%)
1	103650	23.9%
5	71916	16.6%
3	57737	13.3%
4	39313	9.1%
0	36537	8.4%
7	34877	8.0%
6	31609	7.3%
2	28649	6.6%
8	16368	3.8%
9	13351	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1350380	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	122239	9.1%
1	103650	7.7%
Y	79619	5.9%
A	78494	5.8%
J	76650	5.7%
5	71916	5.3%
3	57737	4.3%
N	51343	3.8%
G	50196	3.7%
P	50067	3.7%
Other values (24)	608469	45.1%

County
Text

Distinct	169
Distinct (%)	0.1%
Missing	8
Missing (%)	< 0.1%
Memory size	7.0 MiB

Length

Max length	20
Median length	4
Mean length	5.4529216
Min length	3

Characters and Unicode

Total characters	736308
Distinct characters	51
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	79 ?
Unique (%)	0.1%

Sample

1st row	Thurston
2nd row	Island
3rd row	Snohomish
4th row	King
5th row	Snohomish

Value	Count	Frequency (%)
king	70842	51.8%
snohomish	15258	11.2%
pierce	10410	7.6%
clark	7997	5.8%
thurston	4851	3.5%
kitsap	4461	3.3%
spokane	3326	2.4%
whatcom	3315	2.4%
benton	1688	1.2%
skagit	1504	1.1%
Other values (177)	13139	9.6%

Most occurring characters

Value	Count	Frequency (%)
i	107219	14.6%
n	105625	14.3%
K	75984	10.3%
g	72868	9.9%
o	47062	6.4%
h	39783	5.4%
a	34062	4.6%
s	29598	4.0%
e	29533	4.0%
r	26624	3.6%
Other values (41)	167950	22.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	597752	81.2%
Uppercase Letter	136787	18.6%
Space Separator	1761	0.2%
Other Punctuation	8	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	107219	17.9%
n	105625	17.7%
g	72868	12.2%
o	47062	7.9%
h	39783	6.7%
a	34062	5.7%
s	29598	5.0%
e	29533	4.9%
r	26624	4.5%
m	20672	3.5%
Other values (16)	84706	14.2%

Uppercase Letter

Value	Count	Frequency (%)
K	75984	55.5%
S	21288	15.6%
P	10634	7.8%
C	10340	7.6%
T	4853	3.5%
W	4283	3.1%
B	1706	1.2%
J	1631	1.2%
I	1497	1.1%
G	895	0.7%
Other values (12)	3676	2.7%

Other Punctuation

Value	Count	Frequency (%)
'	4	50.0%
.	4	50.0%

Space Separator

Value	Count	Frequency (%)
	1761	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	734539	99.8%
Common	1769	0.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	107219	14.6%
n	105625	14.4%
K	75984	10.3%
g	72868	9.9%
o	47062	6.4%
h	39783	5.4%
a	34062	4.6%
s	29598	4.0%
e	29533	4.0%
r	26624	3.6%
Other values (38)	166181	22.6%

Common

Value	Count	Frequency (%)
	1761	99.5%
'	4	0.2%
.	4	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	736307	> 99.9%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	107219	14.6%
n	105625	14.3%
K	75984	10.3%
g	72868	9.9%
o	47062	6.4%
h	39783	5.4%
a	34062	4.6%
s	29598	4.0%
e	29533	4.0%
r	26624	3.6%
Other values (40)	167949	22.8%

None

Value	Count	Frequency (%)
ñ	1	100.0%

City
Text

Distinct	651
Distinct (%)	0.5%
Missing	8
Missing (%)	< 0.1%
Memory size	7.4 MiB

Length

Max length	24
Median length	22
Mean length	8.2364882
Min length	3

Characters and Unicode

Total characters	1112173
Distinct characters	52
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	197 ?
Unique (%)	0.1%

Sample

1st row	Tumwater
2nd row	Clinton
3rd row	Snohomish
4th row	Seattle
5th row	Edmonds

Value	Count	Frequency (%)
seattle	23489	15.0%
bellevue	6960	4.4%
redmond	4965	3.2%
vancouver	4819	3.1%
kirkland	4201	2.7%
bothell	4196	2.7%
island	4110	2.6%
sammamish	3950	2.5%
renton	3516	2.2%
olympia	3228	2.1%
Other values (684)	93453	59.6%

Most occurring characters

Value	Count	Frequency (%)
e	153009	13.8%
a	108553	9.8%
l	98753	8.9%
t	78416	7.1%
n	73266	6.6%
o	65038	5.8%
r	46419	4.2%
i	43967	4.0%
S	38974	3.5%
d	37887	3.4%
Other values (42)	367891	33.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	933162	83.9%
Uppercase Letter	157021	14.1%
Space Separator	21857	2.0%
Dash Punctuation	133	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	153009	16.4%
a	108553	11.6%
l	98753	10.6%
t	78416	8.4%
n	73266	7.9%
o	65038	7.0%
r	46419	5.0%
i	43967	4.7%
d	37887	4.1%
m	36243	3.9%
Other values (15)	191611	20.5%

Uppercase Letter

Value	Count	Frequency (%)
S	38974	24.8%
B	20033	12.8%
R	10698	6.8%
K	8084	5.1%
M	7870	5.0%
L	7827	5.0%
V	7488	4.8%
I	6305	4.0%
T	6139	3.9%
P	6020	3.8%
Other values (15)	37583	23.9%

Space Separator

Value	Count	Frequency (%)
	21857	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	133	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1090183	98.0%
Common	21990	2.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	153009	14.0%
a	108553	10.0%
l	98753	9.1%
t	78416	7.2%
n	73266	6.7%
o	65038	6.0%
r	46419	4.3%
i	43967	4.0%
S	38974	3.6%
d	37887	3.5%
Other values (40)	345901	31.7%

Common

Value	Count	Frequency (%)
	21857	99.4%
-	133	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1112173	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	153009	13.8%
a	108553	9.8%
l	98753	8.9%
t	78416	7.1%
n	73266	6.6%
o	65038	5.8%
r	46419	4.2%
i	43967	4.0%
S	38974	3.5%
d	37887	3.4%
Other values (42)	367891	33.1%

State
Categorical

HIGH CORRELATION IMBALANCE

Distinct	46
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.6 MiB

WA	134726
CA	90
VA	33
MD	29
TX	18
Other values (41)	142

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	270076
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	15 ?
Unique (%)	< 0.1%

Sample

1st row	WA
2nd row	WA
3rd row	WA
4th row	WA
5th row	WA

Common Values

Value	Count	Frequency (%)
WA	134726	99.8%
CA	90	0.1%
VA	33	< 0.1%
MD	29	< 0.1%
TX	18	< 0.1%
NC	11	< 0.1%
CO	11	< 0.1%
AZ	9	< 0.1%
IL	7	< 0.1%
CT	7	< 0.1%
Other values (36)	97	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
wa	134726	99.8%
ca	90	0.1%
va	33	< 0.1%
md	29	< 0.1%
tx	18	< 0.1%
nc	11	< 0.1%
co	11	< 0.1%
az	9	< 0.1%
il	7	< 0.1%
ct	7	< 0.1%
Other values (36)	97	0.1%

Most occurring characters

Value	Count	Frequency (%)
A	134878	49.9%
W	134728	49.9%
C	132	< 0.1%
M	40	< 0.1%
V	39	< 0.1%
N	38	< 0.1%
D	37	< 0.1%
T	30	< 0.1%
O	23	< 0.1%
I	18	< 0.1%
Other values (15)	113	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	270076	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	134878	49.9%
W	134728	49.9%
C	132	< 0.1%
M	40	< 0.1%
V	39	< 0.1%
N	38	< 0.1%
D	37	< 0.1%
T	30	< 0.1%
O	23	< 0.1%
I	18	< 0.1%
Other values (15)	113	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	270076	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	134878	49.9%
W	134728	49.9%
C	132	< 0.1%
M	40	< 0.1%
V	39	< 0.1%
N	38	< 0.1%
D	37	< 0.1%
T	30	< 0.1%
O	23	< 0.1%
I	18	< 0.1%
Other values (15)	113	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	270076	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	134878	49.9%
W	134728	49.9%
C	132	< 0.1%
M	40	< 0.1%
V	39	< 0.1%
N	38	< 0.1%
D	37	< 0.1%
T	30	< 0.1%
O	23	< 0.1%
I	18	< 0.1%
Other values (15)	113	< 0.1%

Postal Code
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	786
Distinct (%)	0.6%
Missing	8
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	98171.002

Minimum	1730
Maximum	99701
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	1730
5-th percentile	98006
Q1	98052
median	98121
Q3	98370
95-th percentile	98930
Maximum	99701
Range	97971
Interquartile range (IQR)	318

Descriptive statistics

Standard deviation	2450.3672
Coefficient of variation (CV)	0.024960194
Kurtosis	965.90462
Mean	98171.002
Median Absolute Deviation (MAD)	100
Skewness	-30.280865
Sum	1.325603 × 10¹⁰
Variance	6004299.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
98052	3482	2.6%
98033	2382	1.8%
98012	2369	1.8%
98004	2274	1.7%
98006	2192	1.6%
98115	2166	1.6%
98072	1943	1.4%
98040	1943	1.4%
98074	1929	1.4%
98034	1861	1.4%
Other values (776)	112489	83.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1730	1	< 0.1%
1731	1	< 0.1%
1824	1	< 0.1%
2842	1	< 0.1%
3804	1	< 0.1%
6355	1	< 0.1%
6371	1	< 0.1%
6379	2	< 0.1%
6385	1	< 0.1%
6443	2	< 0.1%

Value	Count	Frequency (%)
99701	1	< 0.1%
99403	46	< 0.1%
99402	9	< 0.1%
99362	277	0.2%
99361	10	< 0.1%
99360	4	< 0.1%
99357	14	< 0.1%
99356	1	< 0.1%
99354	232	0.2%
99353	176	0.1%

Model Year
Real number (ℝ)

HIGH CORRELATION

Distinct	22
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2019.6629

Minimum	1997
Maximum	2024
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	1997
5-th percentile	2013
Q1	2018
median	2021
Q3	2022
95-th percentile	2023
Maximum	2024
Range	27
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.0016756
Coefficient of variation (CV)	0.001486226
Kurtosis	0.10673701
Mean	2019.6629
Median Absolute Deviation (MAD)	2
Skewness	-0.89078006
Sum	2.7273124 × 10⁸
Variance	9.0100562
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
2022	27983	20.7%
2023	22476	16.6%
2021	18554	13.7%
2018	14343	10.6%
2020	11151	8.3%
2019	10577	7.8%
2017	8579	6.4%
2016	5688	4.2%
2015	4925	3.6%
2013	4598	3.4%
Other values (12)	6164	4.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1997	1	< 0.1%
1998	1	< 0.1%
1999	4	< 0.1%
2000	9	< 0.1%
2002	2	< 0.1%
2003	1	< 0.1%
2008	20	< 0.1%
2010	23	< 0.1%
2011	815	0.6%
2012	1657	1.2%

Value	Count	Frequency (%)
2024	30	< 0.1%
2023	22476	16.6%
2022	27983	20.7%
2021	18554	13.7%
2020	11151	8.3%
2019	10577	7.8%
2018	14343	10.6%
2017	8579	6.4%
2016	5688	4.2%
2015	4925	3.6%

Make
Categorical

HIGH CORRELATION

Distinct	36
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.0 MiB

TESLA	61808
NISSAN	13150
CHEVROLET	11437
FORD	6897
BMW	5895
Other values (31)	35851

Length

Max length	20
Median length	14
Mean length	5.5461944
Min length	3

Characters and Unicode

Total characters	748947
Distinct characters	28
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TESLA
2nd row	NISSAN
3rd row	TESLA
4th row	TESLA
5th row	TESLA

Common Values

Value	Count	Frequency (%)
TESLA	61808	45.8%
NISSAN	13150	9.7%
CHEVROLET	11437	8.5%
FORD	6897	5.1%
BMW	5895	4.4%
KIA	5491	4.1%
TOYOTA	4883	3.6%
VOLKSWAGEN	3526	2.6%
VOLVO	3221	2.4%
AUDI	2727	2.0%
Other values (26)	16003	11.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
tesla	61808	45.8%
nissan	13150	9.7%
chevrolet	11437	8.5%
ford	6897	5.1%
bmw	5895	4.4%
kia	5491	4.1%
toyota	4883	3.6%
volkswagen	3526	2.6%
volvo	3221	2.4%
audi	2727	2.0%
Other values (30)	16060	11.9%

Most occurring characters

Value	Count	Frequency (%)
E	100691	13.4%
A	99357	13.3%
S	98543	13.2%
T	85511	11.4%
L	83821	11.2%
O	40723	5.4%
N	36882	4.9%
I	32476	4.3%
R	27887	3.7%
V	23254	3.1%
Other values (18)	119802	16.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	748109	99.9%
Dash Punctuation	777	0.1%
Space Separator	57	< 0.1%
Other Punctuation	4	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	100691	13.5%
A	99357	13.3%
S	98543	13.2%
T	85511	11.4%
L	83821	11.2%
O	40723	5.4%
N	36882	4.9%
I	32476	4.3%
R	27887	3.7%
V	23254	3.1%
Other values (15)	118964	15.9%

Dash Punctuation

Value	Count	Frequency (%)
-	777	100.0%

Space Separator

Value	Count	Frequency (%)
	57	100.0%

Other Punctuation

Value	Count	Frequency (%)
!	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	748109	99.9%
Common	838	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	100691	13.5%
A	99357	13.3%
S	98543	13.2%
T	85511	11.4%
L	83821	11.2%
O	40723	5.4%
N	36882	4.9%
I	32476	4.3%
R	27887	3.7%
V	23254	3.1%
Other values (15)	118964	15.9%

Common

Value	Count	Frequency (%)
-	777	92.7%
	57	6.8%
!	4	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	748947	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	100691	13.4%
A	99357	13.3%
S	98543	13.2%
T	85511	11.4%
L	83821	11.2%
O	40723	5.4%
N	36882	4.9%
I	32476	4.3%
R	27887	3.7%
V	23254	3.1%
Other values (18)	119802	16.0%

Model
Text

Distinct	125
Distinct (%)	0.1%
Missing	249
Missing (%)	0.2%
Memory size	7.1 MiB

Length

Max length	24
Median length	7
Mean length	6.3319336
Min length	2

Characters and Unicode

Total characters	853475
Distinct characters	38
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	MODEL 3
2nd row	LEAF
3rd row	MODEL 3
4th row	MODEL 3
5th row	MODEL S

Value	Count	Frequency (%)
model	61761	28.9%
3	25837	12.1%
y	23577	11.0%
leaf	13020	6.1%
s	7473	3.5%
bolt	6303	2.9%
ev	5649	2.6%
volt	4881	2.3%
x	4874	2.3%
prime	3821	1.8%
Other values (123)	56753	26.5%

Most occurring characters

Value	Count	Frequency (%)
E	101889	11.9%
L	94248	11.0%
O	87279	10.2%
	79160	9.3%
M	72045	8.4%
D	66502	7.8%
A	36502	4.3%
3	29789	3.5%
I	28149	3.3%
Y	25546	3.0%
Other values (28)	232366	27.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	709600	83.1%
Space Separator	79160	9.3%
Decimal Number	53653	6.3%
Dash Punctuation	8582	1.0%
Other Punctuation	2480	0.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	101889	14.4%
L	94248	13.3%
O	87279	12.3%
M	72045	10.2%
D	66502	9.4%
A	36502	5.1%
I	28149	4.0%
Y	25546	3.6%
R	25524	3.6%
T	21706	3.1%
Other values (15)	150210	21.2%

Decimal Number

Value	Count	Frequency (%)
3	29789	55.5%
0	6048	11.3%
5	5647	10.5%
4	5482	10.2%
6	2563	4.8%
1	2105	3.9%
9	1204	2.2%
2	658	1.2%
8	109	0.2%
7	48	0.1%

Space Separator

Value	Count	Frequency (%)
	79160	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8582	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2480	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	709600	83.1%
Common	143875	16.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	101889	14.4%
L	94248	13.3%
O	87279	12.3%
M	72045	10.2%
D	66502	9.4%
A	36502	5.1%
I	28149	4.0%
Y	25546	3.6%
R	25524	3.6%
T	21706	3.1%
Other values (15)	150210	21.2%

Common

Value	Count	Frequency (%)
	79160	55.0%
3	29789	20.7%
-	8582	6.0%
0	6048	4.2%
5	5647	3.9%
4	5482	3.8%
6	2563	1.8%
.	2480	1.7%
1	2105	1.5%
9	1204	0.8%
Other values (3)	815	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	853475	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	101889	11.9%
L	94248	11.0%
O	87279	10.2%
	79160	9.3%
M	72045	8.4%
D	66502	7.8%
A	36502	4.3%
3	29789	3.5%
I	28149	3.3%
Y	25546	3.0%
Other values (28)	232366	27.2%

Electric Vehicle Type
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	10.4 MiB

Battery Electric Vehicle (BEV)	103882
Plug-in Hybrid Electric Vehicle (PHEV)	31156

Length

Max length	38
Median length	30
Mean length	31.845762
Min length	30

Characters and Unicode

Total characters	4300388
Distinct characters	23
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Battery Electric Vehicle (BEV)
2nd row	Battery Electric Vehicle (BEV)
3rd row	Battery Electric Vehicle (BEV)
4th row	Battery Electric Vehicle (BEV)
5th row	Battery Electric Vehicle (BEV)

Common Values

Value	Count	Frequency (%)
Battery Electric Vehicle (BEV)	103882	76.9%
Plug-in Hybrid Electric Vehicle (PHEV)	31156	23.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
electric	135038	23.6%
vehicle	135038	23.6%
battery	103882	18.2%
bev	103882	18.2%
plug-in	31156	5.5%
hybrid	31156	5.5%
phev	31156	5.5%

Most occurring characters

Value	Count	Frequency (%)
e	508996	11.8%
	436270	10.1%
c	405114	9.4%
t	342802	8.0%
i	332388	7.7%
l	301232	7.0%
V	270076	6.3%
r	270076	6.3%
E	270076	6.3%
B	207764	4.8%
Other values (13)	955594	22.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2690346	62.6%
Uppercase Letter	872540	20.3%
Space Separator	436270	10.1%
Open Punctuation	135038	3.1%
Close Punctuation	135038	3.1%
Dash Punctuation	31156	0.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	508996	18.9%
c	405114	15.1%
t	342802	12.7%
i	332388	12.4%
l	301232	11.2%
r	270076	10.0%
y	135038	5.0%
h	135038	5.0%
a	103882	3.9%
u	31156	1.2%
Other values (4)	124624	4.6%

Uppercase Letter

Value	Count	Frequency (%)
V	270076	31.0%
E	270076	31.0%
B	207764	23.8%
P	62312	7.1%
H	62312	7.1%

Space Separator

Value	Count	Frequency (%)
	436270	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	135038	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	135038	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	31156	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3562886	82.9%
Common	737502	17.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	508996	14.3%
c	405114	11.4%
t	342802	9.6%
i	332388	9.3%
l	301232	8.5%
V	270076	7.6%
r	270076	7.6%
E	270076	7.6%
B	207764	5.8%
y	135038	3.8%
Other values (9)	519324	14.6%

Common

Value	Count	Frequency (%)
	436270	59.2%
(	135038	18.3%
)	135038	18.3%
-	31156	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4300388	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	508996	11.8%
	436270	10.1%
c	405114	9.4%
t	342802	8.0%
i	332388	7.7%
l	301232	7.0%
V	270076	6.3%
r	270076	6.3%
E	270076	6.3%
B	207764	4.8%
Other values (13)	955594	22.2%

Clean Alternative Fuel Vehicle (CAFV) Eligibility
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.4 MiB

Clean Alternative Fuel Vehicle Eligible	61221
Eligibility unknown as battery range has not been researched	56983
Not eligible due to low battery range	16834

Length

Max length	60
Median length	39
Mean length	47.612205
Min length	37

Characters and Unicode

Total characters	6429457
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Clean Alternative Fuel Vehicle Eligible
2nd row	Eligibility unknown as battery range has not been researched
3rd row	Clean Alternative Fuel Vehicle Eligible
4th row	Clean Alternative Fuel Vehicle Eligible
5th row	Clean Alternative Fuel Vehicle Eligible

Common Values

Value	Count	Frequency (%)
Clean Alternative Fuel Vehicle Eligible	61221	45.3%
Eligibility unknown as battery range has not been researched	56983	42.2%
Not eligible due to low battery range	16834	12.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
eligible	78055	8.3%
battery	73817	7.9%
not	73817	7.9%
range	73817	7.9%
alternative	61221	6.5%
clean	61221	6.5%
vehicle	61221	6.5%
fuel	61221	6.5%
unknown	56983	6.1%
as	56983	6.1%
Other values (7)	278434	29.7%

Most occurring characters

Value	Count	Frequency (%)
e	911598	14.2%
	801752	12.5%
l	531794	8.3%
i	506484	7.9%
n	481174	7.5%
a	441025	6.9%
t	417710	6.5%
r	322821	5.0%
b	265838	4.1%
g	208855	3.2%
Other values (16)	1540406	24.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5247783	81.6%
Space Separator	801752	12.5%
Uppercase Letter	379922	5.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	911598	17.4%
l	531794	10.1%
i	506484	9.7%
n	481174	9.2%
a	441025	8.4%
t	417710	8.0%
r	322821	6.2%
b	265838	5.1%
g	208855	4.0%
h	175187	3.3%
Other values (9)	985297	18.8%

Uppercase Letter

Value	Count	Frequency (%)
E	118204	31.1%
C	61221	16.1%
V	61221	16.1%
F	61221	16.1%
A	61221	16.1%
N	16834	4.4%

Space Separator

Value	Count	Frequency (%)
	801752	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5627705	87.5%
Common	801752	12.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	911598	16.2%
l	531794	9.4%
i	506484	9.0%
n	481174	8.6%
a	441025	7.8%
t	417710	7.4%
r	322821	5.7%
b	265838	4.7%
g	208855	3.7%
h	175187	3.1%
Other values (15)	1365219	24.3%

Common

Value	Count	Frequency (%)
	801752	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6429457	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	911598	14.2%
	801752	12.5%
l	531794	8.3%
i	506484	7.9%
n	481174	7.5%
a	441025	6.9%
t	417710	6.5%
r	322821	5.0%
b	265838	4.1%
g	208855	3.2%
Other values (16)	1540406	24.0%

Electric Range
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	102
Distinct (%)	0.1%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	74.591964

Minimum	0
Maximum	337
Zeros	56983
Zeros (%)	42.2%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	21
Q3	150
95-th percentile	266
Maximum	337
Range	337
Interquartile range (IQR)	150

Descriptive statistics

Standard deviation	98.74412
Coefficient of variation (CV)	1.3237903
Kurtosis	-0.38010742
Mean	74.591964
Median Absolute Deviation (MAD)	21
Skewness	1.0735505
Sum	10072675
Variance	9750.4012
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	56983	42.2%
215	6440	4.8%
220	4163	3.1%
84	4041	3.0%
238	3509	2.6%
25	3244	2.4%
19	2548	1.9%
208	2504	1.9%
53	2491	1.8%
291	2372	1.8%
Other values (92)	46742	34.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	56983	42.2%
6	940	0.7%
8	39	< 0.1%
9	20	< 0.1%
10	167	0.1%
11	1	< 0.1%
12	159	0.1%
13	358	0.3%
14	1121	0.8%
15	89	0.1%

Value	Count	Frequency (%)
337	76	0.1%
330	321	0.2%
322	1717	1.3%
308	507	0.4%
293	429	0.3%
291	2372	1.8%
289	624	0.5%
270	272	0.2%
266	1465	1.1%
265	127	0.1%

Base MSRP
Real number (ℝ)

ZEROS

Distinct	31
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1448.4073

Minimum	0
Maximum	845000
Zeros	131612
Zeros (%)	97.5%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	845000
Range	845000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	9683.6581
Coefficient of variation (CV)	6.6857285
Kurtosis	475.79563
Mean	1448.4073
Median Absolute Deviation (MAD)	0
Skewness	11.39525
Sum	1.9558858 × 10⁸
Variance	93773235
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	131612	97.5%
69900	1432	1.1%
31950	400	0.3%
52900	214	0.2%
32250	152	0.1%
54950	136	0.1%
59900	127	0.1%
39995	122	0.1%
36900	100	0.1%
44100	97	0.1%
Other values (21)	645	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	131612	97.5%
31950	400	0.3%
32250	152	0.1%
32995	3	< 0.1%
33950	74	0.1%
34995	63	< 0.1%
36800	49	< 0.1%
36900	100	0.1%
39995	122	0.1%
43700	11	< 0.1%

Value	Count	Frequency (%)
845000	1	< 0.1%
184400	11	< 0.1%
110950	20	< 0.1%
109000	7	< 0.1%
102000	15	< 0.1%
98950	20	< 0.1%
91250	3	< 0.1%
90700	17	< 0.1%
89100	6	< 0.1%
81100	18	< 0.1%

Legislative District
Real number (ℝ)

HIGH CORRELATION

Distinct	49
Distinct (%)	< 0.1%
Missing	312
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	29.504379

Minimum	1
Maximum	49
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	18
median	34
Q3	43
95-th percentile	48
Maximum	49
Range	48
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	14.78378
Coefficient of variation (CV)	0.50107069
Kurtosis	-1.0400914
Mean	29.504379
Median Absolute Deviation (MAD)	11
Skewness	-0.50312003
Sum	3975007
Variance	218.56014
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
41	9035	6.7%
45	8353	6.2%
48	7637	5.7%
36	5961	4.4%
1	5746	4.3%
5	5669	4.2%
46	5433	4.0%
43	5320	3.9%
11	4575	3.4%
37	4137	3.1%
Other values (39)	72860	54.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	5746	4.3%
2	1452	1.1%
3	666	0.5%
4	1048	0.8%
5	5669	4.2%
6	1217	0.9%
7	633	0.5%
8	1426	1.1%
9	735	0.5%
10	2389	1.8%

Value	Count	Frequency (%)
49	1879	1.4%
48	7637	5.7%
47	2318	1.7%
46	5433	4.0%
45	8353	6.2%
44	3318	2.5%
43	5320	3.9%
42	1872	1.4%
41	9035	6.7%
40	3075	2.3%

DOL Vehicle ID
Real number (ℝ)

UNIQUE

Distinct	135038
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0634319 × 10⁸

Minimum	4385
Maximum	4.7925477 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	4385
5-th percentile	1.0431888 × 10⁸
Q1	1.6063047 × 10⁸
median	2.0595634 × 10⁸
Q3	2.3088883 × 10⁸
95-th percentile	3.5001933 × 10⁸
Maximum	4.7925477 × 10⁸
Range	4.7925039 × 10⁸
Interquartile range (IQR)	70258358

Descriptive statistics

Standard deviation	85824172
Coefficient of variation (CV)	0.41592926
Kurtosis	3.0864156
Mean	2.0634319 × 10⁸
Median Absolute Deviation (MAD)	30456010
Skewness	1.0401988
Sum	2.7864172 × 10¹³
Variance	7.3657885 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
242565116	1	< 0.1%
212236314	1	< 0.1%
339850192	1	< 0.1%
172424584	1	< 0.1%
349597314	1	< 0.1%
166722692	1	< 0.1%
248233429	1	< 0.1%
183414731	1	< 0.1%
102924538	1	< 0.1%
230928344	1	< 0.1%
Other values (135028)	135028	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4385	1	< 0.1%
4777	1	< 0.1%
10286	1	< 0.1%
10734	1	< 0.1%
12050	1	< 0.1%
23145	1	< 0.1%
24629	1	< 0.1%
27702	1	< 0.1%
35325	1	< 0.1%
46112	1	< 0.1%

Value	Count	Frequency (%)
479254772	1	< 0.1%
479114996	1	< 0.1%
478935460	1	< 0.1%
478934571	1	< 0.1%
478926346	1	< 0.1%
478925947	1	< 0.1%
478925163	1	< 0.1%
478924358	1	< 0.1%
478916028	1	< 0.1%
478910428	1	< 0.1%

Vehicle Location
Text

Distinct	785
Distinct (%)	0.6%
Missing	10
Missing (%)	< 0.1%
Memory size	12.0 MiB

Length

Max length	46
Median length	45
Mean length	44.422468
Min length	24

Characters and Unicode

Total characters	5998277
Distinct characters	20
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	259 ?
Unique (%)	0.2%

Sample

1st row	POINT (-122.91310169999997 47.01359260000004)
2nd row	POINT (-122.35936399999997 47.97965520000008)
3rd row	POINT (-122.09150499999998 47.91555500000004)
4th row	POINT (-122.32981499999994 47.579810000000066)
5th row	POINT (-122.37507 47.80807000000004)

Value	Count	Frequency (%)
point	135028	33.3%
47.67668000000003	3482	0.9%
122.12301999999994	3482	0.9%
122.20263999999997	2382	0.6%
47.67850000000004	2382	0.6%
122.1873	2369	0.6%
47.82024500000006	2369	0.6%
122.20190499999995	2274	0.6%
47.61385000000007	2274	0.6%
122.16936999999996	2192	0.5%
Other values (1560)	246850	60.9%

Most occurring characters

Value	Count	Frequency (%)
0	1101383	18.4%
9	1029934	17.2%
2	391721	6.5%
4	358983	6.0%
1	310318	5.2%
7	294940	4.9%
.	270056	4.5%
	270056	4.5%
5	261610	4.4%
6	221202	3.7%
Other values (10)	1488074	24.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4377941	73.0%
Uppercase Letter	675140	11.3%
Other Punctuation	270056	4.5%
Space Separator	270056	4.5%
Dash Punctuation	135028	2.3%
Open Punctuation	135028	2.3%
Close Punctuation	135028	2.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1101383	25.2%
9	1029934	23.5%
2	391721	8.9%
4	358983	8.2%
1	310318	7.1%
7	294940	6.7%
5	261610	6.0%
6	221202	5.1%
8	204997	4.7%
3	202853	4.6%

Uppercase Letter

Value	Count	Frequency (%)
O	135028	20.0%
T	135028	20.0%
N	135028	20.0%
I	135028	20.0%
P	135028	20.0%

Other Punctuation

Value	Count	Frequency (%)
.	270056	100.0%

Space Separator

Value	Count	Frequency (%)
	270056	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	135028	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	135028	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	135028	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5323137	88.7%
Latin	675140	11.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1101383	20.7%
9	1029934	19.3%
2	391721	7.4%
4	358983	6.7%
1	310318	5.8%
7	294940	5.5%
.	270056	5.1%
	270056	5.1%
5	261610	4.9%
6	221202	4.2%
Other values (5)	812934	15.3%

Latin

Value	Count	Frequency (%)
O	135028	20.0%
T	135028	20.0%
N	135028	20.0%
I	135028	20.0%
P	135028	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5998277	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1101383	18.4%
9	1029934	17.2%
2	391721	6.5%
4	358983	6.0%
1	310318	5.2%
7	294940	4.9%
.	270056	4.5%
	270056	4.5%
5	261610	4.4%
6	221202	3.7%
Other values (10)	1488074	24.8%

Electric Utility
Text

Distinct	76
Distinct (%)	0.1%
Missing	8
Missing (%)	< 0.1%
Memory size	12.0 MiB

Length

Max length	112
Median length	110
Mean length	44.450359
Min length	10

Characters and Unicode

Total characters	6002132
Distinct characters	36
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	PUGET SOUND ENERGY INC
2nd row	PUGET SOUND ENERGY INC
3rd row	PUGET SOUND ENERGY INC
4th row	CITY OF SEATTLE - (WA)\|CITY OF TACOMA - (WA)
5th row	PUGET SOUND ENERGY INC

Value	Count	Frequency (%)
of	128513	12.7%
	120236	11.9%
wa	83452	8.2%
tacoma	82404	8.1%
sound	79899	7.9%
energy	79899	7.9%
puget	79094	7.8%
inc\|\|city	49369	4.9%
power	29673	2.9%
inc	26806	2.6%
Other values (114)	254693	25.1%

Most occurring characters

Value	Count	Frequency (%)
	879008	14.6%
O	441958	7.4%
N	424319	7.1%
T	418848	7.0%
A	407182	6.8%
E	390916	6.5%
I	328164	5.5%
C	327371	5.5%
Y	219321	3.7%
U	208261	3.5%
Other values (26)	1956784	32.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	4542749	75.7%
Space Separator	879008	14.6%
Math Symbol	206004	3.4%
Close Punctuation	116666	1.9%
Dash Punctuation	116666	1.9%
Open Punctuation	116666	1.9%
Decimal Number	20232	0.3%
Other Punctuation	4141	0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
O	441958	9.7%
N	424319	9.3%
T	418848	9.2%
A	407182	9.0%
E	390916	8.6%
I	328164	7.2%
C	327371	7.2%
Y	219321	4.8%
U	208261	4.6%
G	172574	3.8%
Other values (14)	1203835	26.5%

Decimal Number

Value	Count	Frequency (%)
1	18824	93.0%
2	575	2.8%
3	558	2.8%
5	275	1.4%

Other Punctuation

Value	Count	Frequency (%)
&	3570	86.2%
,	296	7.1%
#	275	6.6%

Space Separator

Value	Count	Frequency (%)
	879008	100.0%

Math Symbol

Value	Count	Frequency (%)
\|	206004	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	116666	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	116666	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	116666	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4542749	75.7%
Common	1459383	24.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
O	441958	9.7%
N	424319	9.3%
T	418848	9.2%
A	407182	9.0%
E	390916	8.6%
I	328164	7.2%
C	327371	7.2%
Y	219321	4.8%
U	208261	4.6%
G	172574	3.8%
Other values (14)	1203835	26.5%

Common

Value	Count	Frequency (%)
	879008	60.2%
\|	206004	14.1%
)	116666	8.0%
-	116666	8.0%
(	116666	8.0%
1	18824	1.3%
&	3570	0.2%
2	575	< 0.1%
3	558	< 0.1%
,	296	< 0.1%
Other values (2)	550	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6002132	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	879008	14.6%
O	441958	7.4%
N	424319	7.1%
T	418848	7.0%
A	407182	6.8%
E	390916	6.5%
I	328164	5.5%
C	327371	5.5%
Y	219321	3.7%
U	208261	3.5%
Other values (26)	1956784	32.6%

2020 Census Tract
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	2042
Distinct (%)	1.5%
Missing	8
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	5.2972329 × 10¹⁰

Minimum	1.0810419 × 10⁹
Maximum	5.6033 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	1.0810419 × 10⁹
5-th percentile	5.3011041 × 10¹⁰
Q1	5.3033009 × 10¹⁰
median	5.3033029 × 10¹⁰
Q3	5.3053073 × 10¹⁰
95-th percentile	5.3067012 × 10¹⁰
Maximum	5.6033 × 10¹⁰
Range	5.4951958 × 10¹⁰
Interquartile range (IQR)	20063208

Descriptive statistics

Standard deviation	1.6357832 × 10⁹
Coefficient of variation (CV)	0.030879956
Kurtosis	703.09488
Mean	5.2972329 × 10¹⁰
Median Absolute Deviation (MAD)	27107
Skewness	-26.102583
Sum	7.1528535 × 10¹⁵
Variance	2.6757865 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.30330282 × 10¹⁰	1086	0.8%
5.30330285 × 10¹⁰	769	0.6%
5.303303232 × 10¹⁰	647	0.5%
5.30330245 × 10¹⁰	466	0.3%
5.303303232 × 10¹⁰	460	0.3%
5.30330241 × 10¹⁰	459	0.3%
5.30330093 × 10¹⁰	458	0.3%
5.303303222 × 10¹⁰	446	0.3%
5.30330078 × 10¹⁰	445	0.3%
5.30330246 × 10¹⁰	435	0.3%
Other values (2032)	129359	95.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1081041901	1	< 0.1%
2090001300	1	< 0.1%
4013061064	1	< 0.1%
4013115900	1	< 0.1%
4013218000	1	< 0.1%
4013318800	1	< 0.1%
4013610301	1	< 0.1%
4013610302	1	< 0.1%
4013610500	1	< 0.1%
4013812900	1	< 0.1%

Value	Count	Frequency (%)
5.60330001 × 10¹⁰	1	< 0.1%
5.60210007 × 10¹⁰	1	< 0.1%
5.307794001 × 10¹⁰	1	< 0.1%
5.307794001 × 10¹⁰	3	< 0.1%
5.307794 × 10¹⁰	6	< 0.1%
5.307794 × 10¹⁰	7	< 0.1%
5.307794 × 10¹⁰	3	< 0.1%
5.30770034 × 10¹⁰	30	< 0.1%
5.30770032 × 10¹⁰	29	< 0.1%
5.30770031 × 10¹⁰	17	< 0.1%

Auto

Heatmap
Table

	2020 Census Tract	Base MSRP	Clean Alternative Fuel Vehicle (CAFV) Eligibility	DOL Vehicle ID	Electric Range	Electric Vehicle Type	Legislative District	Make	Model Year	Postal Code	State
2020 Census Tract	1.000	0.001	0.005	0.008	-0.014	0.012	-0.186	0.003	0.001	0.050	0.991
Base MSRP	0.001	1.000	0.023	-0.014	0.099	0.022	0.012	0.247	-0.194	-0.005	0.047
Clean Alternative Fuel Vehicle (CAFV) Eligibility	0.005	0.023	1.000	0.386	0.659	0.736	0.059	0.590	0.510	0.000	0.012
DOL Vehicle ID	0.008	-0.014	0.386	1.000	-0.131	0.096	-0.016	0.110	0.207	-0.008	0.006
Electric Range	-0.014	0.099	0.659	-0.131	1.000	0.538	0.008	0.397	-0.675	0.031	0.006
Electric Vehicle Type	0.012	0.022	0.736	0.096	0.538	1.000	0.103	0.782	0.216	0.010	0.017
Legislative District	-0.186	0.012	0.059	-0.016	0.008	0.103	1.000	0.080	-0.007	-0.346	1.000
Make	0.003	0.247	0.590	0.110	0.397	0.782	0.080	1.000	0.229	0.000	0.000
Model Year	0.001	-0.194	0.510	0.207	-0.675	0.216	-0.007	0.229	1.000	-0.065	0.036
Postal Code	0.050	-0.005	0.000	-0.008	0.031	0.010	-0.346	0.000	-0.065	1.000	0.936
State	0.991	0.047	0.012	0.006	0.006	0.017	1.000	0.000	0.036	0.936	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	VIN (1-10)	County	City	State	Postal Code	Model Year	Make	Model	Electric Vehicle Type	Clean Alternative Fuel Vehicle (CAFV) Eligibility	Electric Range	Base MSRP	Legislative District	DOL Vehicle ID	Vehicle Location	Electric Utility	2020 Census Tract
0	5YJ3E1EA0K	Thurston	Tumwater	WA	98512.0	2019	TESLA	MODEL 3	Battery Electric Vehicle (BEV)	Clean Alternative Fuel Vehicle Eligible	220.0	0.0	22.0	242565116	POINT (-122.91310169999997 47.01359260000004)	PUGET SOUND ENERGY INC	5.306701e+10
1	1N4BZ1DV4N	Island	Clinton	WA	98236.0	2022	NISSAN	LEAF	Battery Electric Vehicle (BEV)	Eligibility unknown as battery range has not been researched	0.0	0.0	10.0	183272785	POINT (-122.35936399999997 47.97965520000008)	PUGET SOUND ENERGY INC	5.302997e+10
2	5YJ3E1EA0L	Snohomish	Snohomish	WA	98290.0	2020	TESLA	MODEL 3	Battery Electric Vehicle (BEV)	Clean Alternative Fuel Vehicle Eligible	266.0	0.0	44.0	112552366	POINT (-122.09150499999998 47.91555500000004)	PUGET SOUND ENERGY INC	5.306105e+10
3	5YJ3E1EBXL	King	Seattle	WA	98134.0	2020	TESLA	MODEL 3	Battery Electric Vehicle (BEV)	Clean Alternative Fuel Vehicle Eligible	322.0	0.0	11.0	6336319	POINT (-122.32981499999994 47.579810000000066)	CITY OF SEATTLE - (WA)\|CITY OF TACOMA - (WA)	5.303301e+10
4	5YJSA1CP0D	Snohomish	Edmonds	WA	98020.0	2013	TESLA	MODEL S	Battery Electric Vehicle (BEV)	Clean Alternative Fuel Vehicle Eligible	208.0	69900.0	21.0	186212960	POINT (-122.37507 47.80807000000004)	PUGET SOUND ENERGY INC	5.306105e+10
5	WBY7Z8C5XJ	Chelan	Manson	WA	98831.0	2018	BMW	I3	Plug-in Hybrid Electric Vehicle (PHEV)	Clean Alternative Fuel Vehicle Eligible	97.0	0.0	12.0	215122904	POINT (-120.1531 47.88550500000008)	PUD NO 1 OF CHELAN COUNTY	5.300796e+10
6	5YJ3E1EC1L	Snohomish	Marysville	WA	98271.0	2020	TESLA	MODEL 3	Battery Electric Vehicle (BEV)	Clean Alternative Fuel Vehicle Eligible	308.0	0.0	38.0	110992472	POINT (-122.17138469999998 48.10433000000006)	PUGET SOUND ENERGY INC	5.306105e+10
7	WA1F2AFY7M	Snohomish	Edmonds	WA	98026.0	2021	AUDI	Q5 E	Plug-in Hybrid Electric Vehicle (PHEV)	Not eligible due to low battery range	18.0	0.0	21.0	138909032	POINT (-122.33568499999996 47.803720000000055)	PUGET SOUND ENERGY INC	5.306105e+10
8	JTDKARFPXK	Thurston	Olympia	WA	98501.0	2019	TOYOTA	PRIUS PRIME	Plug-in Hybrid Electric Vehicle (PHEV)	Not eligible due to low battery range	25.0	0.0	22.0	272310279	POINT (-122.89691999999997 47.04353500000008)	PUGET SOUND ENERGY INC	5.306701e+10
9	1N4AZ1CP2J	Thurston	Lacey	WA	98503.0	2018	NISSAN	LEAF	Battery Electric Vehicle (BEV)	Clean Alternative Fuel Vehicle Eligible	151.0	0.0	22.0	235573929	POINT (-122.82849999999996 47.036460000000034)	PUGET SOUND ENERGY INC	5.306701e+10

	VIN (1-10)	County	City	State	Postal Code	Model Year	Make	Model	Electric Vehicle Type	Clean Alternative Fuel Vehicle (CAFV) Eligibility	Electric Range	Legislative District	DOL Vehicle ID	Vehicle Location	Electric Utility	2020 Census Tract
135028	7SAYGDEE6P	King	Bellevue	WA	98005.0	2023	TESLA	MODEL Y	Battery Electric Vehicle (BEV)	Eligibility unknown as battery range has not been researched	0.0	48.0	235234982	POINT (-122.16084999999998 47.62451500000003)	PUGET SOUND ENERGY INC\|\|CITY OF TACOMA - (WA)	5.303302e+10
135029	1G1RD6S56H	Clark	Vancouver	WA	98682.0	2017	CHEVROLET	VOLT	Plug-in Hybrid Electric Vehicle (PHEV)	Clean Alternative Fuel Vehicle Eligible	53.0	17.0	140190424	POINT (-122.51464729999998 45.67862000000008)	BONNEVILLE POWER ADMINISTRATION\|\|PUD NO 1 OF CLARK COUNTY - (WA)	5.301104e+10
135030	1C4JJXN68P	King	Seatac	WA	98148.0	2023	JEEP	WRANGLER	Plug-in Hybrid Electric Vehicle (PHEV)	Not eligible due to low battery range	21.0	33.0	235938776	POINT (-122.32806 47.46155)	PUGET SOUND ENERGY INC\|\|CITY OF TACOMA - (WA)	5.303303e+10
135031	7SAYGDEF4N	King	North Bend	WA	98045.0	2022	TESLA	MODEL Y	Battery Electric Vehicle (BEV)	Eligibility unknown as battery range has not been researched	0.0	5.0	215130366	POINT (-121.78140119999995 47.49353160000004)	PUGET SOUND ENERGY INC\|\|CITY OF TACOMA - (WA)	5.303303e+10
135032	5YJ3E1EC4L	Snohomish	Edmonds	WA	98020.0	2020	TESLA	MODEL 3	Battery Electric Vehicle (BEV)	Clean Alternative Fuel Vehicle Eligible	308.0	32.0	3315315	POINT (-122.37507 47.80807000000004)	PUGET SOUND ENERGY INC	5.306105e+10
135033	5YJSA1E29L	King	Yarrow Point	WA	98004.0	2020	TESLA	MODEL S	Battery Electric Vehicle (BEV)	Clean Alternative Fuel Vehicle Eligible	330.0	48.0	124776627	POINT (-122.20190499999995 47.61385000000007)	PUGET SOUND ENERGY INC\|\|CITY OF TACOMA - (WA)	5.303302e+10
135034	5YJYGDEE7M	King	Burien	WA	98168.0	2021	TESLA	MODEL Y	Battery Electric Vehicle (BEV)	Eligibility unknown as battery range has not been researched	0.0	33.0	142857676	POINT (-122.28645999999998 47.47613000000007)	CITY OF SEATTLE - (WA)\|CITY OF TACOMA - (WA)	5.303303e+10
135035	5YJSA1E51N	Pierce	Gig Harbor	WA	98335.0	2022	TESLA	MODEL S	Battery Electric Vehicle (BEV)	Eligibility unknown as battery range has not been researched	0.0	26.0	220157724	POINT (-122.58354539999999 47.32344880000005)	BONNEVILLE POWER ADMINISTRATION\|\|CITY OF TACOMA - (WA)\|\|PENINSULA LIGHT COMPANY	5.305307e+10
135036	KM8KMDAF3P	Grant	Ephrata	WA	98823.0	2023	HYUNDAI	IONIQ 5	Battery Electric Vehicle (BEV)	Eligibility unknown as battery range has not been researched	0.0	13.0	223872596	POINT (-119.55512999999996 47.319360000000074)	PUD NO 2 OF GRANT COUNTY	5.302501e+10
135037	1FADP5CU4E	Kitsap	Port Orchard	WA	98366.0	2014	FORD	C-MAX	Plug-in Hybrid Electric Vehicle (PHEV)	Not eligible due to low battery range	19.0	26.0	171102032	POINT (-122.63926499999997 47.53730000000007)	PUGET SOUND ENERGY INC	5.303509e+10

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Dash Punctuation

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Space Separator

Dash Punctuation

Other Punctuation

Most occurring scripts